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Collection of OSS models that are containerized into a serving container

serving-model-cards

A collection of OSS models that are containerized and ready to be served in GCP's Vertex AI for easy deployment.

By using Vertex AI endpoints, users don't need to manage complex infrastructure to serve models.

Open in Cloud Shell

Make sure to read the permissable license for each model before use!!

Stable Diffusion
Generate images from a text prompt

FLAN-T5
Generate Text

Real-ESRGAN
Upscale images

BLIP
Image captioning

BART
Summarize Text

Instruct GPTJ
Instruction tune GPTJ

training-model-cards

A collection of OSS models that are containerized and ready to be trained in GCP's Vertex AI for easy deployment.

Train Dreambooth
Personalize stable diffusion

Finetune Stable Diffusion
Finetune stable diffusion

Image Segmentation
Create masks and inpaint

misc

A collection of different jobs and features.

Stable Diffusion Batch Job
Create a batch job with different styles of stable diffusion

UI for Stable Diffusion Batch Job
Create a batch job with different styles of stable diffusion

Large Scale Image Captioning with Dataflow
Caption millions of images at scale using Dataflow

How to guides

  • Stable diffusion how to guides
    • Convert original sd checkpoint to diffusers
    • Merge checkpoints